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AI可可AI生活

「大模型的“魔力”之源」第六集:大模型的局限与未来展望

20 Aug 2024

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「大模型的“魔力”之源」是一个6集的系列,一起探索大模型的强大之谜!本期要点: 大模型容易出现幻觉,产生虚假或不一致的信息,缺乏对自身能力的认知 大模型对数据的过度拟合可能带来隐私泄露、版权侵犯等问题 大模型的推理过程缺乏可解释性,存在安全隐患和伦理风险 未来大模型的发展方向可能包括:引入因果推理、纳入知识图谱、采用更高效的架构、实现多模态学习等 结束语:大模型是通向 AGI 的重要里程碑,但仍有很长的路要走,需要我们在发展技术的同时,也要重视其对社会和个人的影响

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